

-----------------------------------
New Analysis started.
Date and time: 18/05/2015 10:06:24
New results follow.
-----------------------------------

Siena version 1.1-276 (02 Jun 14)

@1
Estimation by stochastic approximation algorithm.
=================================================

Current random number seed is 12345.
Effects object used: multiPtaEff 
Network 1 negPtas
Model Type 3: Initiative model
Network 2 posPtas
Model Type 3: Initiative model
Estimation method: unconditional moment estimation.

Time duration for simulations in each period is 1.0.
Standard errors are estimated with the likelihood ratio method.
Initial value of gain parameter is  0.8000000.
Number of subphases in Phase 2 is 4.

Initial parameter values are 
  1. rate:  constant negPtas rate (period 1)                0.1000
  2. rate:  constant negPtas rate (period 2)                0.1000
  3. rate:  constant negPtas rate (period 3)                0.1000
  4. rate:  constant negPtas rate (period 4)                0.1000
  5. rate:  constant negPtas rate (period 5)                0.3920
  6. rate:  constant negPtas rate (period 6)                0.2383
  7. rate:  constant negPtas rate (period 7)                0.1000
  8. rate:  constant negPtas rate (period 8)                0.3920
  9. rate:  constant negPtas rate (period 9)                0.4689
 10. rate:  constant negPtas rate (period 10)               0.1614
 11. rate:  constant negPtas rate (period 11)               0.5458
 12. rate:  constant negPtas rate (period 12)               0.6226
 13. rate:  constant negPtas rate (period 13)               0.6226
 14. rate:  constant negPtas rate (period 14)               0.3152
 15. rate:  constant negPtas rate (period 15)               0.1000
 16. rate:  constant negPtas rate (period 16)               0.1614
 17. rate:  constant negPtas rate (period 17)               0.2383
 18. eval:  negPtas: degree (density)                       0.0000  (fixed) 
 19. eval:  negPtas: balance                                0.0000
 20. eval:  negPtas: sqrt degree of alter                   0.0000
 21. eval:  negPtas: Distance                               0.0000
 22. eval:  negPtas: Trade                                  0.0000
 23. eval:  negPtas: GoodsPta                               0.0000
 24. eval:  negPtas: gatsCommitments                        0.0000
 25. eval:  negPtas: Democracy                              0.0000
 26. eval:  negPtas: Democracy ego x Democracy alter        0.0000
 27. eval:  negPtas: Income                                 0.0000
 28. eval:  negPtas: Income similarity                      0.0000
 29. eval:  negPtas: CapIncome                              0.0000
 30. eval:  negPtas: CapIncome similarity                   0.0000
 31. eval:  negPtas: lnUsTrade                              0.0000
 32. eval:  negPtas: lnChnTrade                             0.0000
 33. eval:  negPtas: usAlliance                             0.0000
 34. eval:  negPtas: servicesTrade                          0.0000
 35. eval:  negPtas: usFdi                                  0.0000
 36. rate:  constant posPtas rate (period 1)                0.1000
 37. rate:  constant posPtas rate (period 2)                0.1000
 38. rate:  constant posPtas rate (period 3)                0.1000
 39. rate:  constant posPtas rate (period 4)                0.1000
 40. rate:  constant posPtas rate (period 5)                0.1000
 41. rate:  constant posPtas rate (period 6)                0.1614
 42. rate:  constant posPtas rate (period 7)                0.1000
 43. rate:  constant posPtas rate (period 8)                0.3152
 44. rate:  constant posPtas rate (period 9)                0.4689
 45. rate:  constant posPtas rate (period 10)               0.1614
 46. rate:  constant posPtas rate (period 11)               0.4689
 47. rate:  constant posPtas rate (period 12)               0.1000
 48. rate:  constant posPtas rate (period 13)               0.8532
 49. rate:  constant posPtas rate (period 14)               0.6995
 50. rate:  constant posPtas rate (period 15)               2.3137
 51. rate:  constant posPtas rate (period 16)               0.1614
 52. rate:  constant posPtas rate (period 17)               0.2383
 53. eval:  posPtas: degree (density)                       0.0034  (fixed) 
 54. eval:  posPtas: balance                                0.0000
 55. eval:  posPtas: sqrt degree of alter                   0.0000
 56. eval:  posPtas: Distance                               0.0000
 57. eval:  posPtas: Trade                                  0.0000
 58. eval:  posPtas: GoodsPta                               0.0000
 59. eval:  posPtas: gatsCommitments                        0.0000
 60. eval:  posPtas: Democracy                              0.0000
 61. eval:  posPtas: Democracy ego x Democracy alter        0.0000
 62. eval:  posPtas: Income                                 0.0000
 63. eval:  posPtas: Income similarity                      0.0000
 64. eval:  posPtas: CapIncome                              0.0000
 65. eval:  posPtas: CapIncome similarity                   0.0000
 66. eval:  posPtas: lnUsTrade                              0.0000
 67. eval:  posPtas: lnChnTrade                             0.0000
 68. eval:  posPtas: usAlliance                             0.0000
 69. eval:  posPtas: servicesTrade                          0.0000
 70. eval:  posPtas: usFdi                                  0.0000


Observed values of target statistics are
  1. Amount of network change in period 1                                 0.0000
  2. Amount of network change in period 2                                 2.0000
  3. Amount of network change in period 3                                 2.0000
  4. Amount of network change in period 4                                 2.0000
  5. Amount of network change in period 5                                10.0000
  6. Amount of network change in period 6                                 6.0000
  7. Amount of network change in period 7                                 0.0000
  8. Amount of network change in period 8                                10.0000
  9. Amount of network change in period 9                                12.0000
 10. Amount of network change in period 10                                4.0000
 11. Amount of network change in period 11                               14.0000
 12. Amount of network change in period 12                               16.0000
 13. Amount of network change in period 13                               16.0000
 14. Amount of network change in period 14                                8.0000
 15. Amount of network change in period 15                                2.0000
 16. Amount of network change in period 16                                4.0000
 17. Amount of network change in period 17                                6.0000
 18. negPtas: Number of edges                                           497.0000
 19. negPtas: Amount of balance                                        -5542.5823
 20. negPtas: Sum of degrees x sqrt(degree)                            2438.8697
 21. negPtas: Sum of ties x Distance                                   -535.6372
 22. negPtas: Sum of ties x Trade                                      4866.4338
 23. negPtas: Sum of ties x GoodsPta                                    805.6715
 24. negPtas: Sum of degrees x gatsCommitments                         5668.4923
 25. negPtas: Sum of degrees x Democracy                               1165.9301
 26. negPtas: Democracy ego x Democracy alter                          1134.0402
 27. negPtas: Sum of degrees x Income                                   788.3792
 28. negPtas: Income similarity                                          20.7246
 29. negPtas: Sum of degrees x CapIncome                                564.4826
 30. negPtas: CapIncome similarity                                       93.6894
 31. negPtas: Sum of degrees x lnUsTrade                               1119.8663
 32. negPtas: Sum of degrees x lnChnTrade                               783.3111
 33. negPtas: Sum of degrees x usAlliance                               370.6415
 34. negPtas: Sum of degrees x servicesTrade                           -1332.6232
 35. negPtas: Sum of degrees x usFdi                                   2255.4481
 36. Amount of network change in period 1                                 0.0000
 37. Amount of network change in period 2                                 0.0000
 38. Amount of network change in period 3                                 0.0000
 39. Amount of network change in period 4                                 0.0000
 40. Amount of network change in period 5                                 0.0000
 41. Amount of network change in period 6                                 4.0000
 42. Amount of network change in period 7                                 0.0000
 43. Amount of network change in period 8                                 8.0000
 44. Amount of network change in period 9                                12.0000
 45. Amount of network change in period 10                                4.0000
 46. Amount of network change in period 11                               12.0000
 47. Amount of network change in period 12                                2.0000
 48. Amount of network change in period 13                               22.0000
 49. Amount of network change in period 14                               18.0000
 50. Amount of network change in period 15                               60.0000
 51. Amount of network change in period 16                                4.0000
 52. Amount of network change in period 17                                6.0000
 53. posPtas: Number of edges                                           387.0000
 54. posPtas: Amount of balance                                        -6153.9308
 55. posPtas: Sum of degrees x sqrt(degree)                            1767.4121
 56. posPtas: Sum of ties x Distance                                   -106.2580
 57. posPtas: Sum of ties x Trade                                      4282.2479
 58. posPtas: Sum of ties x GoodsPta                                    585.0078
 59. posPtas: Sum of degrees x gatsCommitments                         -913.6231
 60. posPtas: Sum of degrees x Democracy                                -24.9206
 61. posPtas: Democracy ego x Democracy alter                          -412.7470
 62. posPtas: Sum of degrees x Income                                  1032.2686
 63. posPtas: Income similarity                                         -17.7232
 64. posPtas: Sum of degrees x CapIncome                                513.1365
 65. posPtas: CapIncome similarity                                       12.2473
 66. posPtas: Sum of degrees x lnUsTrade                                787.4079
 67. posPtas: Sum of degrees x lnChnTrade                              1083.2722
 68. posPtas: Sum of degrees x usAlliance                                 2.1132
 69. posPtas: Sum of degrees x servicesTrade                           4838.4378
 70. posPtas: Sum of degrees x usFdi                                   2069.2383

 70 parameters, 70 statistics

Estimation problem with parameter(s) 1 7 36 37 38 39 40 42 this/these parameter(s) is/are fixed.
Estimation of derivatives by the LR method (type 1).

@2
End of stochastic approximation algorithm, phase 3.
---------------------------------------------------

Total of 5619 iterations.
Parameter estimates based on 2619 iterations,
convergence diagnostics, covariance and derivative matrices based on 3000 iterations.

Information for convergence diagnosis.
Averages, standard deviations, and t-ratios for deviations from targets:
  1.   0.0000   0.0000   0.0000     (fixed parameter)
  2.  -0.0167   1.9404  -0.0086                      
  3.   0.0253   2.0002   0.0127                      
  4.   0.0687   2.0683   0.0332                      
  5.   0.2247   4.4404   0.0506                      
  6.  -0.0793   3.3217  -0.0239                      
  7.   0.0000   0.0000   0.0000     (fixed parameter)
  8.  -0.1640   4.1851  -0.0392                      
  9.  -0.0347   4.6973  -0.0074                      
 10.   0.0013   2.7957   0.0005                      
 11.   0.0900   5.1696   0.0174                      
 12.   0.1327   5.4854   0.0242                      
 13.  -0.1133   5.4545  -0.0208                      
 14.  -0.1287   4.0091  -0.0321                      
 15.   0.0593   2.0394   0.0291                      
 16.   0.1107   2.8380   0.0390                      
 17.   0.0087   3.4490   0.0025                      
 18.   0.0923   7.4185   0.0124     (fixed parameter)
 19.  -1.3639 171.3821  -0.0080                      
 20.   0.4147  44.6113   0.0093                      
 21.   0.8248  18.6165   0.0443                      
 22.   0.2440  74.7045   0.0033                      
 23.   0.0441   2.7782   0.0159                      
 24.  -0.6020 139.9542  -0.0043                      
 25.   0.2482  21.5351   0.0115                      
 26.   0.4677  49.7775   0.0094                      
 27.   0.3515  22.8630   0.0154                      
 28.   0.0683   2.5666   0.0266                      
 29.   0.2420  13.5776   0.0178                      
 30.  -0.0407   2.4053  -0.0169                      
 31.   0.4627  43.7522   0.0106                      
 32.   0.3694  39.8063   0.0093                      
 33.  -0.0721   6.6939  -0.0108                      
 34.   3.2968 226.2855   0.0146                      
 35.   2.0784  57.4320   0.0362                      
 36.   0.0000   0.0000   0.0000     (fixed parameter)
 37.   0.0000   0.0000   0.0000     (fixed parameter)
 38.   0.0000   0.0000   0.0000     (fixed parameter)
 39.   0.0000   0.0000   0.0000     (fixed parameter)
 40.   0.0000   0.0000   0.0000     (fixed parameter)
 41.   0.0607   2.8785   0.0211                      
 42.   0.0000   0.0000   0.0000     (fixed parameter)
 43.  -0.0313   4.0097  -0.0078                      
 44.   0.0913   5.0158   0.0182                      
 45.  -0.0420   2.8467  -0.0148                      
 46.   0.0687   4.9829   0.0138                      
 47.   0.0353   1.9897   0.0178                      
 48.  -0.1100   6.7355  -0.0163                      
 49.   0.1280   6.0737   0.0211                      
 50.   0.2253  10.9119   0.0207                      
 51.   0.0147   2.8556   0.0051                      
 52.   0.0553   3.5236   0.0157                      
 53.   0.2480   8.8391   0.0281     (fixed parameter)
 54.  -8.9726 372.2575  -0.0241                      
 55.   1.5166  56.5577   0.0268                      
 56.   0.2604  15.4635   0.0168                      
 57.   2.5402 105.4178   0.0241                      
 58.  -0.0984   6.4110  -0.0154                      
 59.   2.5962 175.7477   0.0148                      
 60.   0.2471  25.2516   0.0098                      
 61.  -0.9953  64.0868  -0.0155                      
 62.   1.3322  33.5163   0.0397                      
 63.   0.0396   3.5060   0.0113                      
 64.   0.2216  16.6018   0.0133                      
 65.   0.0890   3.1627   0.0282                      
 66.  -0.5152  50.8380  -0.0101                      
 67.  -1.8532  85.0922  -0.0218                      
 68.  -0.0802   7.1130  -0.0113                      
 69.   5.4150 316.1013   0.0171                      
 70.  -0.1410  65.8453  -0.0021                      

Good convergence is indicated by the t-ratios of non-fixed parameters being close to zero.


@2
Estimation Results.
-------------------

Regular end of estimation algorithm.
Total of 5619 iteration steps.

@3
Estimates and standard errors
                             
 1. rate:  constant negPtas rate (period 1)              0.1000  (  fixed  )
 2. rate:  constant negPtas rate (period 2)              0.0225  (   0.0232)
 3. rate:  constant negPtas rate (period 3)              0.0233  (   0.0233)
 4. rate:  constant negPtas rate (period 4)              0.0237  (   0.0228)
 5. rate:  constant negPtas rate (period 5)              0.1245  (   0.0554)
 6. rate:  constant negPtas rate (period 6)              0.0954  (   0.0570)
 7. rate:  constant negPtas rate (period 7)              0.1000  (  fixed  )
 8. rate:  constant negPtas rate (period 8)              0.1564  (   0.0760)
 9. rate:  constant negPtas rate (period 9)              0.1860  (   0.0785)
10. rate:  constant negPtas rate (period 10)             0.0659  (   0.0465)
11. rate:  constant negPtas rate (period 11)             0.2263  (   0.0870)
12. rate:  constant negPtas rate (period 12)             0.2632  (   0.0958)
13. rate:  constant negPtas rate (period 13)             0.2817  (   0.1052)
14. rate:  constant negPtas rate (period 14)             0.1390  (   0.0700)
15. rate:  constant negPtas rate (period 15)             0.0349  (   0.0343)
16. rate:  constant negPtas rate (period 16)             0.0707  (   0.0507)
17. rate:  constant negPtas rate (period 17)             0.1012  (   0.0585)
18. eval:  negPtas: degree (density)                     0.0000  (  fixed  )
19. eval:  negPtas: balance                              0.2519  (   0.1004)
20. eval:  negPtas: sqrt degree of alter                 3.5283  (   0.7795)
21. eval:  negPtas: Distance                            -0.3121  (   0.3430)
22. eval:  negPtas: Trade                                0.1292  (   0.1072)
23. eval:  negPtas: GoodsPta                            -1.0117  (   0.9660)
24. eval:  negPtas: gatsCommitments                      0.0901  (   0.0345)
25. eval:  negPtas: Democracy                           -0.2004  (   0.3535)
26. eval:  negPtas: Democracy ego x Democracy alter     -0.0505  (   0.0886)
27. eval:  negPtas: Income                               0.2514  (   0.3546)
28. eval:  negPtas: Income similarity                    1.4858  (   1.5786)
29. eval:  negPtas: CapIncome                            0.5604  (   0.6950)
30. eval:  negPtas: CapIncome similarity                 0.5975  (   1.6042)
31. eval:  negPtas: lnUsTrade                           -0.3114  (   0.1185)
32. eval:  negPtas: lnChnTrade                          -0.1491  (   0.1735)
33. eval:  negPtas: usAlliance                           4.9106  (   2.1402)
34. eval:  negPtas: servicesTrade                        0.0593  (   0.0335)
35. eval:  negPtas: usFdi                                0.2050  (   0.1735)
36. rate:  constant posPtas rate (period 1)              0.1000  (  fixed  )
37. rate:  constant posPtas rate (period 2)              0.1000  (  fixed  )
38. rate:  constant posPtas rate (period 3)              0.1000  (  fixed  )
39. rate:  constant posPtas rate (period 4)              0.1000  (  fixed  )
40. rate:  constant posPtas rate (period 5)              0.1000  (  fixed  )
41. rate:  constant posPtas rate (period 6)              0.0418  (   0.0292)
42. rate:  constant posPtas rate (period 7)              0.1000  (  fixed  )
43. rate:  constant posPtas rate (period 8)              0.0842  (   0.0427)
44. rate:  constant posPtas rate (period 9)              0.1273  (   0.0526)
45. rate:  constant posPtas rate (period 10)             0.0414  (   0.0293)
46. rate:  constant posPtas rate (period 11)             0.1259  (   0.0516)
47. rate:  constant posPtas rate (period 12)             0.0211  (   0.0213)
48. rate:  constant posPtas rate (period 13)             0.2272  (   0.0675)
49. rate:  constant posPtas rate (period 14)             0.1851  (   0.0619)
50. rate:  constant posPtas rate (period 15)             0.6087  (   0.1207)
51. rate:  constant posPtas rate (period 16)             0.0409  (   0.0287)
52. rate:  constant posPtas rate (period 17)             0.0610  (   0.0350)
53. eval:  posPtas: degree (density)                     0.0034  (  fixed  )
54. eval:  posPtas: balance                              0.0057  (   0.0822)
55. eval:  posPtas: sqrt degree of alter                 2.0192  (   0.5570)
56. eval:  posPtas: Distance                             0.2326  (   0.3117)
57. eval:  posPtas: Trade                                0.3500  (   0.1699)
58. eval:  posPtas: GoodsPta                            -0.1615  (   0.6685)
59. eval:  posPtas: gatsCommitments                     -0.0508  (   0.0292)
60. eval:  posPtas: Democracy                           -0.5684  (   0.1607)
61. eval:  posPtas: Democracy ego x Democracy alter     -0.1015  (   0.0445)
62. eval:  posPtas: Income                              -0.6094  (   0.2886)
63. eval:  posPtas: Income similarity                   -0.3975  (   1.8241)
64. eval:  posPtas: CapIncome                            0.2454  (   0.4195)
65. eval:  posPtas: CapIncome similarity                -0.2865  (   1.0545)
66. eval:  posPtas: lnUsTrade                           -0.4750  (   0.1607)
67. eval:  posPtas: lnChnTrade                           0.0908  (   0.0576)
68. eval:  posPtas: usAlliance                           0.0160  (   0.5316)
69. eval:  posPtas: servicesTrade                       -0.0488  (   0.0145)
70. eval:  posPtas: usFdi                                0.5893  (   0.1875)

@3
Covariance matrices
                   
(Values of the covariance matrix of estimates
  are meaningless for the fixed parameters.)

Covariance matrix of estimates (correlations below diagonal):
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.001      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.001     -0.001      0.000      0.000      0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA      0.029      0.001      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA     -0.005      0.004      0.001      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000     -0.002      0.001      0.000      0.000      0.000      0.002      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.001      0.000     -0.001      0.000      0.000      0.000      0.000      0.000
        NA     -0.011      0.039      0.013      0.003      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001      0.000      0.001      0.000      0.000      0.000      0.002     -0.001      0.001     -0.005      0.000      0.000      0.014      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000      0.000      0.000      0.000
        NA     -0.016      0.037      0.013     -0.001      0.003         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.001      0.005      0.000      0.000     -0.002      0.000     -0.001      0.000      0.001     -0.001      0.001     -0.005     -0.001      0.000      0.015      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.002      0.000     -0.001      0.000      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.023      0.000      0.004      0.027      0.040         NA      0.006      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.001      0.008      0.000     -0.001      0.001      0.000     -0.002      0.000      0.001     -0.005      0.002     -0.002     -0.001      0.000      0.014      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001     -0.001      0.000      0.000      0.000      0.000      0.001      0.003      0.000      0.002      0.000      0.000      0.000      0.000      0.000
        NA     -0.011      0.001     -0.027      0.018     -0.001         NA      0.031      0.006      0.000      0.000      0.001      0.001      0.000      0.000      0.000      0.000         NA      0.001      0.009     -0.001     -0.001      0.000      0.000     -0.001      0.000      0.000     -0.004      0.001      0.001      0.000      0.000      0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.003      0.000     -0.001      0.000      0.000     -0.001      0.000      0.000
        NA      0.009      0.000      0.006      0.005     -0.017         NA     -0.010      0.011      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.003      0.001      0.000      0.000      0.000      0.001      0.000      0.001     -0.001     -0.002      0.001      0.000      0.000      0.002      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.002      0.000      0.000      0.000      0.000      0.000
        NA     -0.001     -0.014      0.024      0.022      0.004         NA      0.036      0.047      0.020      0.008      0.001      0.000      0.000      0.000      0.000      0.000         NA      0.001      0.010      0.000     -0.001      0.003      0.000      0.002      0.000      0.002      0.004     -0.004      0.000      0.000      0.000      0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.001     -0.002      0.000      0.000      0.000      0.000      0.000
        NA     -0.009     -0.029     -0.006      0.011      0.052         NA      0.047      0.068      0.049      0.067      0.009      0.001      0.000      0.000      0.000      0.000         NA      0.002      0.015      0.000      0.000      0.006      0.000      0.001      0.000      0.001     -0.008     -0.002      0.002      0.000      0.000      0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001      0.000      0.000     -0.001      0.000      0.000      0.000      0.000     -0.007      0.001      0.002      0.000      0.000      0.001      0.000      0.000
        NA      0.011     -0.016     -0.031     -0.029      0.003         NA      0.056      0.068     -0.018      0.028      0.097      0.011      0.000      0.000      0.000      0.000         NA      0.002      0.012      0.001      0.000      0.008      0.000      0.003      0.000      0.002      0.000     -0.005     -0.001      0.000     -0.001      0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.002      0.001      0.000      0.001      0.000      0.000      0.000     -0.001     -0.003      0.001      0.002      0.000      0.000     -0.001      0.000      0.000
        NA      0.017      0.009     -0.022     -0.004      0.030         NA      0.003      0.052      0.072      0.032      0.036      0.034      0.005      0.000      0.000      0.000         NA      0.001      0.006      0.000      0.000      0.002      0.000      0.000      0.000     -0.001     -0.006      0.000      0.003      0.000      0.000     -0.006      0.000      0.001         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000      0.000     -0.002      0.000      0.000
        NA     -0.032     -0.017     -0.010     -0.009      0.040         NA     -0.007      0.026      0.019      0.068      0.027      0.050      0.041      0.001      0.000      0.000         NA      0.000      0.003      0.001      0.000      0.001      0.000      0.000      0.000      0.000     -0.001      0.000     -0.001      0.000      0.000      0.000      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000      0.000      0.000      0.001      0.000      0.000
        NA      0.004     -0.019     -0.028     -0.017      0.001         NA      0.001     -0.003      0.014      0.014     -0.019      0.044      0.031      0.043      0.003      0.000         NA      0.000      0.002      0.000      0.000      0.001      0.000      0.000      0.000     -0.001     -0.002      0.000      0.002      0.000      0.000     -0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000     -0.001      0.000      0.001      0.000      0.000     -0.001      0.000      0.000
        NA      0.003      0.004     -0.010      0.003     -0.013         NA      0.027      0.042      0.015      0.068      0.053      0.059      0.057      0.034      0.021      0.003         NA      0.001      0.005      0.001      0.000      0.002      0.000      0.001      0.000     -0.001      0.000     -0.001      0.003      0.000      0.000     -0.004      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001     -0.001      0.000     -0.001      0.000      0.000      0.000      0.000      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA     -0.060     -0.049     -0.030     -0.032      0.103         NA      0.135      0.158      0.086      0.163      0.234      0.175      0.122      0.117      0.044      0.138         NA      0.010      0.069      0.008      0.004     -0.010      0.000     -0.002      0.000      0.002      0.010      0.004      0.002     -0.001     -0.002      0.039      0.001     -0.001         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001     -0.002     -0.001     -0.003      0.000      0.000      0.000      0.001      0.002      0.000      0.000      0.000      0.000     -0.001      0.000     -0.001
        NA     -0.059     -0.045     -0.022     -0.028      0.114         NA      0.128      0.146      0.070      0.141      0.203      0.140      0.109      0.099      0.038      0.104         NA      0.886      0.608      0.002      0.027     -0.182      0.006     -0.059     -0.001      0.012      0.062      0.141     -0.126     -0.009     -0.019      0.509      0.004     -0.015         NA         NA         NA         NA         NA      0.000         NA     -0.001      0.000      0.001      0.000      0.000      0.001      0.002     -0.003      0.000      0.000         NA      0.000      0.004     -0.009     -0.003     -0.015      0.000      0.001      0.000      0.001      0.011      0.006     -0.015      0.002      0.001     -0.004      0.000     -0.002
        NA     -0.013     -0.029     -0.030     -0.034     -0.015         NA     -0.012     -0.023      0.055     -0.007      0.013      0.041     -0.010      0.047      0.005      0.051         NA      0.220      0.006      0.118      0.017      0.078     -0.003      0.016      0.005      0.006      0.064     -0.066      0.130      0.002      0.003      0.062      0.002     -0.007         NA         NA         NA         NA         NA      0.000         NA     -0.001      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000         NA      0.000      0.002     -0.004     -0.002      0.003      0.000      0.000      0.000      0.003      0.006     -0.002      0.009      0.001      0.000     -0.002      0.000     -0.001
        NA     -0.047     -0.018     -0.069     -0.051     -0.014         NA     -0.075     -0.071      0.028     -0.055     -0.041     -0.025     -0.057      0.014     -0.023     -0.007         NA      0.341      0.329      0.470      0.012     -0.017      0.000      0.001      0.002      0.007      0.055     -0.007     -0.007      0.001     -0.004      0.085      0.001     -0.006         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001      0.000     -0.001      0.000      0.000      0.000      0.000      0.006     -0.001      0.000      0.000      0.000     -0.002      0.000      0.000
        NA      0.003     -0.005      0.042      0.018     -0.040         NA      0.015     -0.002     -0.003      0.040      0.065      0.079      0.028      0.025      0.021      0.031         NA     -0.104     -0.242      0.236     -0.169      0.933     -0.012      0.049     -0.003     -0.024     -0.100     -0.034      0.143      0.006     -0.004     -0.352     -0.007      0.005         NA         NA         NA         NA         NA      0.000         NA     -0.001      0.000     -0.001      0.001      0.000      0.002      0.001      0.000      0.000      0.002         NA      0.000     -0.009     -0.009     -0.004     -0.002      0.000      0.004      0.001      0.008     -0.020      0.001      0.043      0.001     -0.002      0.007      0.001     -0.001
        NA      0.000      0.002      0.012      0.067      0.057         NA      0.034      0.006     -0.001      0.017     -0.021     -0.032     -0.022     -0.021     -0.027     -0.043         NA      0.043      0.231     -0.281      0.107     -0.350      0.001     -0.001      0.000      0.004      0.003      0.000     -0.008      0.000     -0.001      0.021      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.002      0.000     -0.002      0.000      0.000      0.000      0.000      0.000
        NA      0.007      0.018     -0.038     -0.025     -0.042         NA     -0.067     -0.030      0.062      0.056      0.023      0.085      0.000      0.015      0.018      0.047         NA     -0.060     -0.213      0.129      0.033      0.144     -0.121      0.125     -0.001      0.034      0.079     -0.152      0.051      0.020     -0.004     -0.191      0.004     -0.016         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000         NA      0.001      0.001     -0.001      0.000     -0.010      0.000      0.003      0.000      0.002     -0.004     -0.005      0.011      0.002     -0.001      0.000      0.000     -0.003
        NA      0.036     -0.014      0.021      0.072      0.036         NA      0.035     -0.010      0.013     -0.021     -0.042     -0.026     -0.064      0.010     -0.011      0.004         NA     -0.027     -0.008      0.150      0.160     -0.030      0.028     -0.037      0.008      0.001      0.014      0.001     -0.026      0.000      0.000      0.023      0.000     -0.002         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.001      0.000      0.002      0.000      0.000      0.000      0.000     -0.001      0.000     -0.001      0.000      0.000      0.001      0.000      0.000
        NA      0.046      0.034      0.038      0.111      0.064         NA      0.041     -0.006      0.033      0.049      0.023      0.053     -0.048      0.007     -0.031     -0.025         NA      0.060      0.043      0.053      0.184     -0.071      0.322      0.271      0.040      0.126      0.176     -0.065     -0.117      0.000     -0.032      0.424      0.009     -0.022         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.001      0.000      0.001      0.000      0.000      0.000      0.000         NA      0.001      0.005     -0.001      0.001     -0.001      0.000     -0.001      0.000     -0.001     -0.008     -0.001     -0.001     -0.001      0.000     -0.002      0.000      0.002
        NA     -0.014     -0.001     -0.062     -0.006     -0.009         NA     -0.042     -0.033     -0.019      0.031     -0.052      0.003     -0.055     -0.011     -0.030     -0.005         NA      0.062      0.051      0.117      0.326     -0.066      0.055      0.142      0.097      0.315      2.492     -0.154     -0.613      0.007     -0.033      0.465      0.012     -0.047         NA         NA         NA         NA         NA     -0.001         NA      0.000      0.000      0.000     -0.001     -0.001      0.002     -0.002     -0.006     -0.001      0.000         NA      0.003      0.015     -0.004      0.005     -0.009      0.001      0.006     -0.002      0.003      0.039     -0.021     -0.022      0.004      0.000     -0.034      0.000     -0.005
        NA      0.032      0.019      0.043      0.027      0.021         NA      0.046      0.026     -0.069     -0.061     -0.029     -0.063     -0.010     -0.013     -0.011     -0.027         NA      0.060      0.261     -0.277     -0.094     -0.051     -0.004     -0.617      0.010     -0.263     -0.140      0.483     -0.232     -0.005     -0.027      0.265     -0.008     -0.016         NA         NA         NA         NA         NA      0.000         NA      0.001      0.000      0.000      0.000      0.000     -0.001      0.001     -0.004      0.000      0.000         NA     -0.003     -0.011     -0.001      0.000      0.014     -0.001     -0.004      0.001     -0.006     -0.011      0.004     -0.019     -0.004      0.001      0.008      0.000      0.005
        NA     -0.019      0.000      0.008     -0.054     -0.055         NA     -0.017      0.009      0.018     -0.003      0.012     -0.008      0.024     -0.018      0.023      0.027         NA      0.010     -0.101      0.236     -0.038      0.092     -0.145      0.089     -0.186     -0.207     -0.242     -0.208      2.573      0.005      0.058     -0.813     -0.006      0.040         NA         NA         NA         NA         NA     -0.001         NA      0.002      0.001      0.000     -0.001      0.000      0.000      0.003      0.006      0.000      0.000         NA      0.000      0.005     -0.010     -0.010      0.015      0.000      0.002     -0.001      0.008     -0.027     -0.003      0.050     -0.004      0.000      0.015      0.000      0.006
        NA      0.005     -0.023     -0.038     -0.050     -0.088         NA     -0.082     -0.033     -0.009     -0.040     -0.004      0.008     -0.036      0.001      0.008      0.019         NA     -0.045     -0.100      0.061      0.045      0.055     -0.064      0.477      0.015     -0.010      0.040     -0.057      0.026      0.014     -0.002     -0.098      0.000     -0.011         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.001      0.000      0.000      0.000      0.000     -0.001      0.000      0.000     -0.001      0.000      0.000      0.000      0.000      0.000
        NA     -0.019      0.001     -0.025     -0.033      0.008         NA     -0.003      0.009     -0.020     -0.009     -0.016     -0.048      0.001     -0.017      0.012      0.013         NA     -0.138     -0.142      0.050     -0.231     -0.025     -0.167     -0.073      0.027     -0.526     -0.120     -0.227      0.209     -0.116      0.030     -0.046     -0.001      0.004         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.002      0.000      0.002      0.000      0.001      0.000      0.000      0.003      0.000      0.001      0.000      0.000      0.002      0.000     -0.001
        NA      0.029      0.060      0.037      0.118      0.125         NA      0.083      0.019      0.016      0.013      0.013      0.012     -0.040     -0.002     -0.026     -0.030         NA      0.183      0.305      0.085      0.371     -0.170      0.284     -0.253      0.123      0.558      0.138      0.178     -0.237     -0.386     -0.125      4.581      0.051     -0.155         NA         NA         NA         NA         NA      0.002         NA      0.000      0.003      0.000      0.000      0.000      0.001     -0.002     -0.005      0.000      0.001         NA     -0.003     -0.015     -0.010     -0.004      0.032     -0.001     -0.004     -0.001     -0.005      0.021     -0.004      0.008     -0.008     -0.002     -0.001      0.000      0.013
        NA      0.028      0.053      0.006      0.085      0.080         NA      0.038     -0.003      0.057      0.042      0.016      0.056     -0.053      0.009     -0.028     -0.012         NA      0.160      0.168      0.158      0.377     -0.220      0.383      0.343      0.085      0.797      0.226     -0.348     -0.109     -0.047     -0.246      0.710      0.001     -0.003         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA     -0.025     -0.021      0.022     -0.009     -0.010         NA      0.019      0.031     -0.002      0.027      0.009     -0.005      0.062      0.008      0.001     -0.001         NA     -0.049     -0.110     -0.114     -0.302      0.028     -0.013     -0.255     -0.107     -0.361     -0.172     -0.130      0.144     -0.558      0.149     -0.418     -0.462      0.030         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000         NA      0.000      0.001      0.001     -0.001     -0.003      0.000      0.000      0.000      0.002      0.003      0.001      0.000      0.001      0.000      0.000      0.000     -0.001
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA     -0.014     -0.014      0.002      0.032      0.015         NA      0.023      0.011     -0.005      0.029      0.003      0.017      0.007      0.011     -0.028      0.002         NA     -0.010     -0.005     -0.023     -0.010     -0.001     -0.009     -0.019      0.001      0.011     -0.012      0.007     -0.028      0.005      0.023      0.026      0.000     -0.035         NA         NA         NA         NA         NA      0.001         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA     -0.010      0.050      0.017     -0.007     -0.002         NA      0.004     -0.023     -0.025     -0.004     -0.002     -0.023      0.008     -0.002     -0.006      0.003         NA     -0.030     -0.024     -0.040     -0.013     -0.016     -0.009      0.010     -0.044     -0.005      0.007      0.019      0.023     -0.003     -0.007      0.004      0.006     -0.006         NA         NA         NA         NA         NA      0.039         NA      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.002     -0.001     -0.001      0.001      0.000      0.000      0.000      0.001      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA      0.023     -0.043      0.015      0.029      0.009         NA      0.030     -0.018     -0.007     -0.033     -0.031     -0.017     -0.025     -0.004      0.008     -0.013         NA      0.002     -0.004      0.024      0.042     -0.009      0.015     -0.008      0.002      0.017      0.000     -0.005      0.015      0.022      0.012      0.030      0.028     -0.036         NA         NA         NA         NA         NA      0.031         NA      0.031      0.003      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.003     -0.001     -0.001      0.002      0.000      0.000      0.000      0.001      0.005      0.001      0.000      0.000      0.000      0.001      0.000      0.001
        NA     -0.007     -0.002     -0.009      0.018      0.032         NA      0.006      0.009     -0.011     -0.013      0.020      0.002      0.030      0.001      0.005      0.015         NA      0.037      0.033      0.021      0.023     -0.022      0.015      0.015     -0.003      0.005      0.007     -0.002      0.007      0.026     -0.008      0.004      0.015     -0.013         NA         NA         NA         NA         NA     -0.024         NA      0.038      0.009      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA     -0.018     -0.030      0.038      0.001      0.022         NA      0.009      0.030     -0.001      0.017      0.026     -0.036     -0.022      0.003     -0.027      0.006         NA      0.013      0.004      0.016      0.008      0.027     -0.007      0.020      0.030      0.033     -0.007     -0.007     -0.014      0.037     -0.041      0.000      0.018     -0.027         NA         NA         NA         NA         NA      0.017         NA      0.045      0.063      0.017      0.003      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.002     -0.001     -0.001      0.000      0.000      0.000      0.000      0.002      0.004      0.002      0.002      0.000      0.000      0.001      0.000      0.000
        NA      0.010     -0.001      0.035      0.006     -0.004         NA      0.034      0.011     -0.019      0.027      0.032     -0.009     -0.005      0.022     -0.031     -0.007         NA     -0.010     -0.019      0.016     -0.034      0.000     -0.005      0.019      0.047     -0.002     -0.031      0.016      0.008      0.030      0.003     -0.005      0.003     -0.023         NA         NA         NA         NA         NA     -0.020         NA      0.005      0.001      0.012     -0.006      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA     -0.025     -0.010      0.014     -0.031      0.014         NA      0.009      0.024     -0.002     -0.001      0.033      0.007      0.008      0.009     -0.047     -0.008         NA      0.033      0.028      0.027      0.038      0.025      0.007      0.019      0.010      0.030      0.023     -0.027     -0.002     -0.004     -0.018      0.007      0.034     -0.007         NA         NA         NA         NA         NA      0.003         NA      0.021      0.029     -0.004      0.011      0.007      0.005      0.000      0.000      0.000      0.000         NA      0.000     -0.003     -0.001     -0.001      0.001      0.000     -0.001      0.000      0.001      0.000      0.001      0.001     -0.001      0.000      0.002      0.000      0.001
        NA     -0.019     -0.030      0.008     -0.008     -0.002         NA      0.026      0.025     -0.014     -0.010     -0.006      0.016      0.005      0.026     -0.005      0.014         NA      0.046      0.040     -0.005     -0.018      0.014     -0.010     -0.011      0.009     -0.006     -0.017      0.024      0.027      0.006     -0.009     -0.016     -0.021     -0.003         NA         NA         NA         NA         NA      0.038         NA      0.004      0.007      0.013      0.026      0.018      0.033      0.004      0.000      0.000      0.000         NA      0.000     -0.002     -0.001     -0.001      0.000      0.000      0.000      0.000      0.001      0.002      0.001     -0.001      0.000      0.000      0.001      0.000      0.000
        NA     -0.010      0.023     -0.004      0.009     -0.012         NA     -0.010     -0.014      0.031     -0.006     -0.020     -0.024      0.026     -0.044     -0.001      0.053         NA     -0.026     -0.034      0.010     -0.012     -0.004      0.037      0.027      0.003     -0.008     -0.032     -0.042      0.029     -0.002      0.020     -0.020      0.013      0.028         NA         NA         NA         NA         NA     -0.008         NA      0.017      0.042     -0.022      0.056      0.027      0.017      0.021      0.015      0.000      0.000         NA      0.002      0.005     -0.003     -0.004      0.000      0.000      0.000      0.000      0.006      0.013      0.000      0.008      0.000      0.000      0.003      0.000      0.000
        NA      0.003     -0.003      0.011      0.024     -0.008         NA     -0.004      0.005      0.015     -0.036     -0.035      0.010      0.015     -0.022     -0.013     -0.006         NA     -0.018     -0.018     -0.024     -0.004     -0.007      0.018      0.013     -0.006     -0.009     -0.024      0.018      0.006      0.010      0.001      0.000      0.003      0.000         NA         NA         NA         NA         NA      0.018         NA     -0.006      0.022     -0.008     -0.004     -0.014      0.015      0.020      0.017      0.001      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA     -0.028      0.006     -0.007     -0.009     -0.007         NA      0.008      0.008      0.015      0.012      0.017     -0.015      0.019      0.022      0.023      0.048         NA      0.025      0.017      0.022      0.022      0.046     -0.030      0.010     -0.014      0.022      0.005      0.011      0.007      0.010     -0.042      0.010      0.008     -0.034         NA         NA         NA         NA         NA      0.004         NA      0.023      0.024      0.022      0.020     -0.009      0.032     -0.006      0.025      0.016      0.001         NA      0.000      0.001      0.000      0.000     -0.001      0.000      0.000      0.000      0.000     -0.001      0.000      0.001      0.000      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA     -0.005      0.009     -0.027     -0.006      0.014         NA     -0.014     -0.002      0.014      0.006      0.009      0.027      0.015     -0.036      0.015      0.048         NA      0.007     -0.005      0.015     -0.013     -0.006      0.009      0.022      0.025      0.035      0.024     -0.048      0.002     -0.011     -0.001     -0.014      0.000      0.010         NA         NA         NA         NA         NA     -0.043         NA     -0.059     -0.109     -0.068     -0.051     -0.011     -0.040     -0.016      0.196      0.041      0.084         NA      0.007      0.035      0.005      0.002     -0.007      0.000      0.001      0.000     -0.002     -0.021     -0.004      0.003      0.002      0.000     -0.005      0.000     -0.002
        NA      0.005     -0.004     -0.022     -0.009      0.018         NA     -0.031     -0.005     -0.003      0.006      0.018      0.027      0.018     -0.018      0.012      0.045         NA      0.014      0.010      0.008     -0.015     -0.017      0.003      0.005      0.001      0.023      0.017     -0.028      0.005     -0.008     -0.009     -0.013     -0.011      0.007         NA         NA         NA         NA         NA     -0.056         NA     -0.070     -0.104     -0.075     -0.079     -0.016     -0.077     -0.046      0.068      0.011      0.050         NA      0.761      0.310      0.028      0.016     -0.056     -0.001     -0.001     -0.003     -0.048     -0.130     -0.018      0.006     -0.004      0.008     -0.059     -0.002      0.002
        NA      0.001      0.029     -0.007     -0.004      0.007         NA     -0.029      0.014      0.030     -0.008     -0.002      0.028      0.025     -0.004     -0.004     -0.028         NA     -0.048     -0.035     -0.036     -0.023     -0.031      0.026     -0.012      0.041     -0.005     -0.008     -0.005     -0.020      0.010      0.039     -0.015     -0.018      0.012         NA         NA         NA         NA         NA     -0.025         NA     -0.065     -0.039     -0.025     -0.074     -0.067     -0.025     -0.071     -0.091     -0.016     -0.010         NA      0.201      0.160      0.097      0.030      0.051     -0.001     -0.008      0.002     -0.035     -0.043      0.002     -0.034     -0.005      0.000      0.004     -0.001      0.006
        NA      0.030      0.010     -0.024     -0.012      0.003         NA     -0.057      0.025      0.005      0.031     -0.002      0.026      0.017      0.016     -0.018     -0.031         NA     -0.030     -0.021     -0.027     -0.014     -0.022      0.022      0.006      0.022      0.009      0.017     -0.003     -0.037      0.039      0.009     -0.011     -0.008     -0.030         NA         NA         NA         NA         NA     -0.061         NA     -0.117     -0.122     -0.080     -0.153     -0.064     -0.076     -0.101     -0.205     -0.058     -0.047         NA      0.118      0.169      0.569      0.029      0.009     -0.001     -0.006     -0.001     -0.037     -0.065     -0.003     -0.046     -0.006      0.001     -0.007     -0.001      0.007
        NA     -0.005     -0.009      0.011      0.024     -0.001         NA      0.005      0.013     -0.008      0.002     -0.022      0.017      0.003     -0.001      0.028     -0.020         NA     -0.040     -0.028      0.015     -0.009     -0.003      0.024     -0.041      0.029     -0.004     -0.009      0.031      0.014      0.002      0.014      0.022      0.005     -0.022         NA         NA         NA         NA         NA      0.036         NA      0.039      0.059      0.024      0.003     -0.028      0.019     -0.012      0.001     -0.018     -0.032         NA     -0.122     -0.151      0.243      0.081      0.447     -0.002     -0.019     -0.005     -0.021      0.014      0.044     -0.129     -0.016      0.001      0.001     -0.002      0.021
        NA     -0.028      0.023     -0.015     -0.015     -0.013         NA      0.016     -0.019      0.004     -0.033     -0.019     -0.021      0.028     -0.049     -0.003      0.022         NA      0.000     -0.013      0.030      0.020      0.012     -0.003      0.028     -0.002     -0.004      0.017     -0.028      0.008      0.003      0.002     -0.012      0.000      0.001         NA         NA         NA         NA         NA     -0.007         NA     -0.002     -0.007     -0.015     -0.005      0.036     -0.010      0.004      0.056      0.022      0.000         NA      0.137     -0.059     -0.148     -0.185     -0.116      0.001      0.001      0.000      0.003      0.016     -0.009      0.005      0.002      0.001     -0.005      0.000     -0.001
        NA      0.007     -0.007     -0.029      0.027      0.017         NA      0.011     -0.026     -0.005     -0.007     -0.003      0.013      0.017     -0.017      0.010      0.013         NA      0.017      0.008      0.005     -0.008      0.024     -0.015      0.048     -0.028     -0.009      0.024     -0.039      0.008     -0.015      0.020     -0.012     -0.003      0.014         NA         NA         NA         NA         NA     -0.011         NA     -0.009     -0.056      0.024     -0.023     -0.004     -0.058     -0.012     -0.015      0.036     -0.021         NA      0.076     -0.016     -0.166     -0.202     -0.179      0.202      0.026      0.000      0.014      0.025     -0.025      0.019      0.012     -0.002     -0.011      0.002     -0.014
        NA      0.013      0.048      0.024      0.035      0.034         NA     -0.003      0.021     -0.002     -0.010      0.042     -0.001      0.004     -0.030      0.004      0.007         NA      0.018      0.013     -0.004      0.003      0.017     -0.023     -0.011     -0.005     -0.030     -0.025      0.017     -0.017      0.004      0.026     -0.014     -0.032      0.017         NA         NA         NA         NA         NA      0.014         NA      0.007     -0.006      0.014      0.053     -0.003      0.021      0.020      0.014      0.025      0.020         NA      0.003     -0.104      0.145     -0.105     -0.173      0.098     -0.003      0.002      0.001      0.003      0.000     -0.002      0.001      0.000      0.000      0.000     -0.001
        NA     -0.017      0.003      0.008      0.018      0.016         NA      0.067      0.008     -0.001     -0.002     -0.016     -0.028     -0.022     -0.023     -0.004      0.028         NA      0.024      0.006      0.033      0.014      0.030     -0.004      0.019     -0.011     -0.012      0.006     -0.028      0.018     -0.024      0.010     -0.007      0.013      0.041         NA         NA         NA         NA         NA      0.026         NA      0.082      0.094      0.057      0.125      0.044      0.068      0.056      0.160      0.034      0.013         NA     -0.099     -0.299     -0.389     -0.746     -0.111      0.311      0.294      0.088      0.083      0.280     -0.011      0.052      0.022      0.000     -0.004      0.002     -0.025
        NA      0.021      0.011      0.012     -0.004      0.019         NA      0.020      0.019     -0.016     -0.005     -0.041     -0.013     -0.003     -0.014     -0.009      0.018         NA      0.013      0.008      0.010      0.032     -0.012      0.032     -0.006     -0.009     -0.012      0.013     -0.008     -0.009      0.000      0.010      0.005      0.014      0.011         NA         NA         NA         NA         NA      0.014         NA      0.025      0.056      0.028      0.047      0.012      0.003      0.016      0.058      0.006     -0.021         NA     -0.141     -0.128     -0.075     -0.210      0.012      0.297      0.087      0.037      0.532      3.327     -0.109      0.197      0.067      0.017     -0.177      0.002     -0.104
        NA      0.006     -0.022      0.029     -0.009      0.012         NA     -0.001      0.012      0.004      0.026      0.018      0.015     -0.027      0.034      0.014     -0.016         NA      0.010      0.018     -0.016     -0.016      0.002     -0.005     -0.035     -0.001     -0.008     -0.032      0.015     -0.005     -0.006      0.003     -0.005     -0.003      0.016         NA         NA         NA         NA         NA      0.034         NA      0.010      0.034      0.022      0.073      0.013      0.020      0.026     -0.006     -0.041     -0.005         NA     -0.105     -0.075      0.012     -0.041      0.157     -0.713     -0.364     -0.017     -0.089     -0.143      0.176     -0.017     -0.003     -0.007      0.068     -0.003     -0.003
        NA      0.004     -0.008     -0.024     -0.020     -0.013         NA      0.023     -0.009      0.032     -0.020      0.017      0.016      0.000      0.012      0.021      0.002         NA      0.004     -0.018      0.026      0.000      0.042     -0.054      0.029     -0.014     -0.002     -0.013     -0.026      0.029     -0.010      0.006      0.003      0.011     -0.001         NA         NA         NA         NA         NA     -0.006         NA      0.005      0.005      0.013      0.044      0.016      0.015     -0.008      0.064      0.016      0.027         NA      0.035      0.011     -0.104     -0.257     -0.183      0.166      0.110     -0.050      0.172      0.103     -0.038      1.112      0.014     -0.002      0.000      0.003     -0.021
        NA     -0.007      0.025     -0.014     -0.007      0.009         NA      0.021     -0.009     -0.007      0.010     -0.016      0.001      0.014     -0.023      0.020      0.015         NA      0.029      0.014      0.023      0.018      0.009     -0.006      0.028     -0.003     -0.018      0.017     -0.038     -0.014     -0.008      0.014     -0.023     -0.010      0.028         NA         NA         NA         NA         NA     -0.017         NA      0.013     -0.034     -0.012      0.015      0.024     -0.061     -0.036     -0.002     -0.032     -0.031         NA      0.160     -0.047     -0.093     -0.231     -0.145      0.364      0.465      0.095      0.465      0.230     -0.051      0.083      0.026      0.003     -0.034      0.001     -0.028
        NA     -0.004      0.041      0.002     -0.013     -0.011         NA     -0.001      0.020     -0.008      0.000      0.001     -0.009      0.034     -0.025      0.009      0.020         NA      0.020      0.015      0.006      0.010     -0.030      0.014     -0.026     -0.011     -0.013     -0.004      0.022      0.000      0.001     -0.019     -0.013     -0.029      0.014         NA         NA         NA         NA         NA     -0.047         NA      0.000     -0.011     -0.063     -0.065     -0.002     -0.035     -0.045     -0.027     -0.033     -0.021         NA      0.075      0.247      0.013      0.107      0.036      0.338     -0.245     -0.106      0.025      0.160     -0.296     -0.039      0.279      0.003     -0.021      0.000     -0.002
        NA      0.012     -0.030     -0.014     -0.013     -0.009         NA      0.004     -0.016      0.016     -0.008      0.016     -0.010     -0.055      0.029     -0.021     -0.015         NA     -0.023     -0.009     -0.009     -0.036      0.013      0.001      0.000      0.016     -0.013     -0.040      0.021      0.018      0.004      0.024     -0.001      0.001      0.004         NA         NA         NA         NA         NA      0.015         NA     -0.009      0.022      0.030      0.050      0.015      0.055      0.018      0.043      0.006      0.006         NA     -0.117     -0.200      0.025     -0.080      0.003     -0.337     -0.134      0.009     -0.027     -0.182      0.305      0.000     -0.396     -0.672      0.283      0.001      0.032
        NA     -0.009     -0.002     -0.024      0.017      0.008         NA      0.049     -0.016      0.018     -0.022     -0.006     -0.016     -0.015     -0.026     -0.017     -0.005         NA     -0.005     -0.025      0.025     -0.007      0.038     -0.020      0.054      0.001      0.001      0.018     -0.041      0.013     -0.013      0.023     -0.002      0.017      0.015         NA         NA         NA         NA         NA      0.006         NA      0.029      0.001      0.032      0.039      0.034      0.015      0.020      0.063      0.055     -0.006         NA      0.019     -0.279     -0.201     -0.398     -0.189      0.369      0.649      0.080      0.560      0.073     -0.421      0.184      0.337     -0.309      0.181      0.000     -0.001
        NA     -0.006     -0.014      0.022      0.009     -0.023         NA     -0.023      0.007      0.010     -0.021      0.003     -0.004     -0.008      0.022     -0.019     -0.004         NA     -0.028     -0.015     -0.023     -0.010     -0.007      0.003     -0.038     -0.001      0.025     -0.016      0.038      0.019      0.001     -0.019      0.032      0.014     -0.030         NA         NA         NA         NA         NA      0.016         NA     -0.002      0.055      0.002     -0.015     -0.038      0.072      0.042      0.014      0.035      0.042         NA     -0.138      0.019      0.101      0.221      0.164     -0.254     -0.469     -0.092     -0.461     -0.305     -0.040     -0.104     -0.937     -0.205      0.318     -0.338      0.035

Derivative matrix of expected statistics X by parameters and
covariance/correlation matrix of X can be found using
summary(ans) within R, or by using the 'verbose' option in Siena07.
 
Total computation time 368.14 seconds.


-----------------------------------
New Analysis started.
Date and time: 18/05/2015 10:47:02
New results follow.
-----------------------------------

Siena version 1.1-276 (02 Jun 14)

@1
Estimation by stochastic approximation algorithm.
=================================================

Current random number seed is 12345.
Effects object used: multiPtaEff 
Network 1 negPtas
Model Type 3: Initiative model
Network 2 posPtas
Model Type 3: Initiative model
Estimation method: unconditional moment estimation.

Time duration for simulations in each period is 1.0.
Standard errors are estimated with the likelihood ratio method.
Initial value of gain parameter is  0.8000000.
Number of subphases in Phase 2 is 4.

Initial parameter values are 
  1. rate:  constant negPtas rate (period 1)                0.1000
  2. rate:  constant negPtas rate (period 2)                0.1000
  3. rate:  constant negPtas rate (period 3)                0.1000
  4. rate:  constant negPtas rate (period 4)                0.1000
  5. rate:  constant negPtas rate (period 5)                0.3920
  6. rate:  constant negPtas rate (period 6)                0.2383
  7. rate:  constant negPtas rate (period 7)                0.1000
  8. rate:  constant negPtas rate (period 8)                0.3920
  9. rate:  constant negPtas rate (period 9)                0.4689
 10. rate:  constant negPtas rate (period 10)               0.1614
 11. rate:  constant negPtas rate (period 11)               0.5458
 12. rate:  constant negPtas rate (period 12)               0.6226
 13. rate:  constant negPtas rate (period 13)               0.6226
 14. rate:  constant negPtas rate (period 14)               0.3152
 15. rate:  constant negPtas rate (period 15)               0.1000
 16. rate:  constant negPtas rate (period 16)               0.1614
 17. rate:  constant negPtas rate (period 17)               0.2383
 18. eval:  negPtas: degree (density)                       0.0000  (fixed) 
 19. eval:  negPtas: balance                                0.0000
 20. eval:  negPtas: sqrt degree of alter                   0.0000
 21. eval:  negPtas: Distance                               0.0000
 22. eval:  negPtas: Trade                                  0.0000
 23. eval:  negPtas: Income                                 0.0000
 24. eval:  negPtas: Income similarity                      0.0000
 25. eval:  negPtas: CapIncome                              0.0000
 26. eval:  negPtas: CapIncome similarity                   0.0000
 27. eval:  negPtas: servicesTrade                          0.0000
 28. eval:  negPtas: usFdi                                  0.0000
 29. rate:  constant posPtas rate (period 1)                0.1000
 30. rate:  constant posPtas rate (period 2)                0.1000
 31. rate:  constant posPtas rate (period 3)                0.1000
 32. rate:  constant posPtas rate (period 4)                0.1000
 33. rate:  constant posPtas rate (period 5)                0.1000
 34. rate:  constant posPtas rate (period 6)                0.1614
 35. rate:  constant posPtas rate (period 7)                0.1000
 36. rate:  constant posPtas rate (period 8)                0.3152
 37. rate:  constant posPtas rate (period 9)                0.4689
 38. rate:  constant posPtas rate (period 10)               0.1614
 39. rate:  constant posPtas rate (period 11)               0.4689
 40. rate:  constant posPtas rate (period 12)               0.1000
 41. rate:  constant posPtas rate (period 13)               0.8532
 42. rate:  constant posPtas rate (period 14)               0.6995
 43. rate:  constant posPtas rate (period 15)               2.3137
 44. rate:  constant posPtas rate (period 16)               0.1614
 45. rate:  constant posPtas rate (period 17)               0.2383
 46. eval:  posPtas: degree (density)                       0.0034  (fixed) 
 47. eval:  posPtas: balance                                0.0000
 48. eval:  posPtas: sqrt degree of alter                   0.0000
 49. eval:  posPtas: Distance                               0.0000
 50. eval:  posPtas: Trade                                  0.0000
 51. eval:  posPtas: Income                                 0.0000
 52. eval:  posPtas: Income similarity                      0.0000
 53. eval:  posPtas: CapIncome                              0.0000
 54. eval:  posPtas: CapIncome similarity                   0.0000
 55. eval:  posPtas: servicesTrade                          0.0000
 56. eval:  posPtas: usFdi                                  0.0000


Observed values of target statistics are
  1. Amount of network change in period 1                                 0.0000
  2. Amount of network change in period 2                                 2.0000
  3. Amount of network change in period 3                                 2.0000
  4. Amount of network change in period 4                                 2.0000
  5. Amount of network change in period 5                                10.0000
  6. Amount of network change in period 6                                 6.0000
  7. Amount of network change in period 7                                 0.0000
  8. Amount of network change in period 8                                10.0000
  9. Amount of network change in period 9                                12.0000
 10. Amount of network change in period 10                                4.0000
 11. Amount of network change in period 11                               14.0000
 12. Amount of network change in period 12                               16.0000
 13. Amount of network change in period 13                               16.0000
 14. Amount of network change in period 14                                8.0000
 15. Amount of network change in period 15                                2.0000
 16. Amount of network change in period 16                                4.0000
 17. Amount of network change in period 17                                6.0000
 18. negPtas: Number of edges                                           497.0000
 19. negPtas: Amount of balance                                        -5542.5823
 20. negPtas: Sum of degrees x sqrt(degree)                            2438.8697
 21. negPtas: Sum of ties x Distance                                   -535.6372
 22. negPtas: Sum of ties x Trade                                      4866.4338
 23. negPtas: Sum of degrees x Income                                   788.3792
 24. negPtas: Income similarity                                          20.7246
 25. negPtas: Sum of degrees x CapIncome                                564.4826
 26. negPtas: CapIncome similarity                                       93.6894
 27. negPtas: Sum of degrees x servicesTrade                           -1332.6232
 28. negPtas: Sum of degrees x usFdi                                   2255.4481
 29. Amount of network change in period 1                                 0.0000
 30. Amount of network change in period 2                                 0.0000
 31. Amount of network change in period 3                                 0.0000
 32. Amount of network change in period 4                                 0.0000
 33. Amount of network change in period 5                                 0.0000
 34. Amount of network change in period 6                                 4.0000
 35. Amount of network change in period 7                                 0.0000
 36. Amount of network change in period 8                                 8.0000
 37. Amount of network change in period 9                                12.0000
 38. Amount of network change in period 10                                4.0000
 39. Amount of network change in period 11                               12.0000
 40. Amount of network change in period 12                                2.0000
 41. Amount of network change in period 13                               22.0000
 42. Amount of network change in period 14                               18.0000
 43. Amount of network change in period 15                               60.0000
 44. Amount of network change in period 16                                4.0000
 45. Amount of network change in period 17                                6.0000
 46. posPtas: Number of edges                                           387.0000
 47. posPtas: Amount of balance                                        -6153.9308
 48. posPtas: Sum of degrees x sqrt(degree)                            1767.4121
 49. posPtas: Sum of ties x Distance                                   -106.2580
 50. posPtas: Sum of ties x Trade                                      4282.2479
 51. posPtas: Sum of degrees x Income                                  1032.2686
 52. posPtas: Income similarity                                         -17.7232
 53. posPtas: Sum of degrees x CapIncome                                513.1365
 54. posPtas: CapIncome similarity                                       12.2473
 55. posPtas: Sum of degrees x servicesTrade                           4838.4378
 56. posPtas: Sum of degrees x usFdi                                   2069.2383

 56 parameters, 56 statistics

Estimation problem with parameter(s) 1 7 29 30 31 32 33 35 this/these parameter(s) is/are fixed.
Estimation of derivatives by the LR method (type 1).

@2
End of stochastic approximation algorithm, phase 3.
---------------------------------------------------

Total of 5719 iterations.
Parameter estimates based on 2719 iterations,
convergence diagnostics, covariance and derivative matrices based on 3000 iterations.

Information for convergence diagnosis.
Averages, standard deviations, and t-ratios for deviations from targets:
  1.   0.0000   0.0000   0.0000     (fixed parameter)
  2.  -0.0247   1.9519  -0.0126                      
  3.  -0.0040   1.9957  -0.0020                      
  4.   0.0073   2.0206   0.0036                      
  5.   0.0453   4.3795   0.0104                      
  6.   0.2167   3.4205   0.0633                      
  7.   0.0000   0.0000   0.0000     (fixed parameter)
  8.  -0.1747   4.3010  -0.0406                      
  9.  -0.0173   4.5696  -0.0038                      
 10.  -0.1247   2.7826  -0.0448                      
 11.   0.1100   5.0171   0.0219                      
 12.   0.0807   5.5788   0.0145                      
 13.  -0.1073   5.5675  -0.0193                      
 14.   0.0700   3.9617   0.0177                      
 15.   0.0493   2.0216   0.0244                      
 16.  -0.1093   2.8059  -0.0390                      
 17.   0.0240   3.4880   0.0069                      
 18.   0.0207   7.3894   0.0028     (fixed parameter)
 19.  -8.0133 164.4609  -0.0487                      
 20.   0.4431  44.1704   0.0100                      
 21.   0.7477  18.6646   0.0401                      
 22.  -1.0097  72.3015  -0.0140                      
 23.  -0.2356  21.9854  -0.0107                      
 24.  -0.0084   2.4403  -0.0034                      
 25.   0.3095  14.1454   0.0219                      
 26.  -0.0522   2.5238  -0.0207                      
 27.   6.1003 215.0711   0.0284                      
 28.   2.5270  58.0820   0.0435                      
 29.   0.0000   0.0000   0.0000     (fixed parameter)
 30.   0.0000   0.0000   0.0000     (fixed parameter)
 31.   0.0000   0.0000   0.0000     (fixed parameter)
 32.   0.0000   0.0000   0.0000     (fixed parameter)
 33.   0.0000   0.0000   0.0000     (fixed parameter)
 34.   0.0020   2.8554   0.0007                      
 35.   0.0000   0.0000   0.0000     (fixed parameter)
 36.  -0.1420   4.0484  -0.0351                      
 37.   0.2153   4.9929   0.0431                      
 38.   0.0787   2.8963   0.0272                      
 39.   0.2547   4.9855   0.0511                      
 40.   0.1140   1.9860   0.0574                      
 41.  -0.1260   6.5373  -0.0193                      
 42.   0.0047   6.0595   0.0008                      
 43.   0.6013  10.9100   0.0551                      
 44.   0.1960   2.8508   0.0688                      
 45.  -0.0033   3.4242  -0.0010                      
 46.   0.5977   8.7563   0.0683     (fixed parameter)
 47. -15.4639 341.9308  -0.0452                      
 48.   3.6324  55.3441   0.0656                      
 49.  -0.5772  15.8357  -0.0364                      
 50.   4.8064 105.3460   0.0456                      
 51.   2.3403  32.6131   0.0718                      
 52.   0.0645   3.3629   0.0192                      
 53.   0.3901  15.8791   0.0246                      
 54.  -0.0274   3.0026  -0.0091                      
 55.   3.4259 349.1009   0.0098                      
 56.   2.6968  63.0847   0.0427                      

Good convergence is indicated by the t-ratios of non-fixed parameters being close to zero.


@2
Estimation Results.
-------------------

Regular end of estimation algorithm.
Total of 5719 iteration steps.

@3
Estimates and standard errors
                             
 1. rate:  constant negPtas rate (period 1)              0.1000  (  fixed  )
 2. rate:  constant negPtas rate (period 2)              0.0195  (   0.0200)
 3. rate:  constant negPtas rate (period 3)              0.0196  (   0.0195)
 4. rate:  constant negPtas rate (period 4)              0.0202  (   0.0200)
 5. rate:  constant negPtas rate (period 5)              0.1052  (   0.0467)
 6. rate:  constant negPtas rate (period 6)              0.0756  (   0.0423)
 7. rate:  constant negPtas rate (period 7)              0.1000  (  fixed  )
 8. rate:  constant negPtas rate (period 8)              0.1276  (   0.0572)
 9. rate:  constant negPtas rate (period 9)              0.1514  (   0.0661)
10. rate:  constant negPtas rate (period 10)             0.0546  (   0.0386)
11. rate:  constant negPtas rate (period 11)             0.2018  (   0.0810)
12. rate:  constant negPtas rate (period 12)             0.2528  (   0.0942)
13. rate:  constant negPtas rate (period 13)             0.2835  (   0.1099)
14. rate:  constant negPtas rate (period 14)             0.1403  (   0.0712)
15. rate:  constant negPtas rate (period 15)             0.0358  (   0.0355)
16. rate:  constant negPtas rate (period 16)             0.0685  (   0.0499)
17. rate:  constant negPtas rate (period 17)             0.1022  (   0.0605)
18. eval:  negPtas: degree (density)                     0.0000  (  fixed  )
19. eval:  negPtas: balance                              0.2918  (   0.0901)
20. eval:  negPtas: sqrt degree of alter                 3.9177  (   0.7369)
21. eval:  negPtas: Distance                            -0.0227  (   0.3214)
22. eval:  negPtas: Trade                                0.2659  (   0.1395)
23. eval:  negPtas: Income                              -0.4792  (   0.2422)
24. eval:  negPtas: Income similarity                    1.5217  (   1.7784)
25. eval:  negPtas: CapIncome                            0.7110  (   0.4515)
26. eval:  negPtas: CapIncome similarity                 2.7455  (   1.6325)
27. eval:  negPtas: servicesTrade                       -0.0168  (   0.0130)
28. eval:  negPtas: usFdi                                0.1298  (   0.0853)
29. rate:  constant posPtas rate (period 1)              0.1000  (  fixed  )
30. rate:  constant posPtas rate (period 2)              0.1000  (  fixed  )
31. rate:  constant posPtas rate (period 3)              0.1000  (  fixed  )
32. rate:  constant posPtas rate (period 4)              0.1000  (  fixed  )
33. rate:  constant posPtas rate (period 5)              0.1000  (  fixed  )
34. rate:  constant posPtas rate (period 6)              0.0401  (   0.0281)
35. rate:  constant posPtas rate (period 7)              0.1000  (  fixed  )
36. rate:  constant posPtas rate (period 8)              0.0784  (   0.0391)
37. rate:  constant posPtas rate (period 9)              0.1196  (   0.0479)
38. rate:  constant posPtas rate (period 10)             0.0399  (   0.0278)
39. rate:  constant posPtas rate (period 11)             0.1197  (   0.0481)
40. rate:  constant posPtas rate (period 12)             0.0202  (   0.0204)
41. rate:  constant posPtas rate (period 13)             0.2168  (   0.0667)
42. rate:  constant posPtas rate (period 14)             0.1775  (   0.0588)
43. rate:  constant posPtas rate (period 15)             0.6052  (   0.1162)
44. rate:  constant posPtas rate (period 16)             0.0414  (   0.0291)
45. rate:  constant posPtas rate (period 17)             0.0601  (   0.0353)
46. eval:  posPtas: degree (density)                     0.0034  (  fixed  )
47. eval:  posPtas: balance                              0.0727  (   0.0762)
48. eval:  posPtas: sqrt degree of alter                 1.9498  (   0.5209)
49. eval:  posPtas: Distance                             0.3151  (   0.2832)
50. eval:  posPtas: Trade                                0.4050  (   0.1671)
51. eval:  posPtas: Income                              -0.3311  (   0.2600)
52. eval:  posPtas: Income similarity                    0.4204  (   1.8375)
53. eval:  posPtas: CapIncome                           -0.2315  (   0.2483)
54. eval:  posPtas: CapIncome similarity                -0.8893  (   0.9992)
55. eval:  posPtas: servicesTrade                       -0.0127  (   0.0083)
56. eval:  posPtas: usFdi                                0.1279  (   0.0971)

@3
Covariance matrices
                   
(Values of the covariance matrix of estimates
  are meaningless for the fixed parameters.)

Covariance matrix of estimates (correlations below diagonal):
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000     -0.001      0.000     -0.001      0.000      0.000
        NA     -0.032      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000
        NA      0.025     -0.023      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000      0.001      0.000      0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.001      0.000     -0.001      0.000      0.000
        NA     -0.030      0.009      0.012      0.002      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000     -0.001      0.001     -0.003      0.001      0.003      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001      0.000      0.000      0.000     -0.003      0.000      0.000      0.000      0.000
        NA      0.018      0.036      0.019      0.057      0.002         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.003      0.000      0.000      0.000     -0.001      0.000     -0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001      0.000      0.000     -0.001      0.000     -0.001      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.030      0.027      0.016      0.001      0.008         NA      0.003      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.001      0.004     -0.001     -0.001      0.001     -0.005     -0.001      0.002      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000     -0.002      0.000     -0.001      0.000      0.000
        NA      0.015     -0.028     -0.024      0.023      0.016         NA      0.075      0.004      0.000      0.000      0.001      0.001      0.000      0.000      0.000      0.000         NA      0.001      0.005     -0.002     -0.001      0.001     -0.002     -0.002      0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000     -0.002      0.000      0.003      0.000      0.000
        NA      0.010     -0.019      0.012     -0.006      0.037         NA     -0.002      0.028      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.003     -0.001      0.000      0.000      0.002     -0.001      0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000      0.000      0.000
        NA     -0.003     -0.024      0.034      0.026      0.062         NA      0.078      0.080      0.052      0.007      0.001      0.001      0.000      0.000      0.000      0.000         NA      0.002      0.011     -0.001     -0.001      0.001     -0.002     -0.003     -0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000     -0.001      0.000      0.000     -0.003      0.000      0.001      0.000      0.000
        NA     -0.012      0.038     -0.026     -0.001      0.075         NA      0.050      0.084      0.050      0.124      0.009      0.002      0.001      0.000      0.000      0.000         NA      0.002      0.018     -0.001     -0.001      0.000     -0.010     -0.001      0.005      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.003      0.000      0.000
        NA     -0.033     -0.027     -0.031      0.015      0.066         NA      0.070      0.077      0.049      0.076      0.145      0.012      0.001      0.000      0.000      0.001         NA      0.003      0.023     -0.001      0.000      0.000      0.002     -0.003      0.005      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.002     -0.001      0.000      0.000     -0.003      0.001      0.003      0.000      0.000
        NA      0.008      0.004      0.029      0.009      0.025         NA      0.050      0.045      0.035      0.075      0.079      0.101      0.005      0.000      0.000      0.000         NA      0.001      0.008      0.000      0.000      0.000     -0.001     -0.001      0.000      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001     -0.001      0.000      0.000      0.002      0.000     -0.003      0.000      0.000
        NA      0.005     -0.036     -0.003     -0.022     -0.034         NA      0.008      0.037      0.010     -0.004      0.034      0.040      0.023      0.001      0.000      0.000         NA      0.000      0.001      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA     -0.019     -0.007     -0.006      0.005      0.021         NA      0.016      0.047      0.037      0.054      0.041      0.075      0.053      0.036      0.002      0.000         NA      0.001      0.006      0.000      0.000      0.000     -0.002     -0.001      0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000
        NA     -0.006      0.000     -0.041      0.033      0.019         NA      0.029      0.035     -0.009      0.040      0.087      0.100      0.025      0.026      0.028      0.004         NA      0.001      0.007      0.000      0.000     -0.001     -0.001      0.000     -0.001      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA     -0.017     -0.021     -0.030      0.006      0.103         NA      0.110      0.137      0.133      0.252      0.292      0.314      0.157      0.061      0.154      0.143         NA      0.008      0.061      0.003      0.005     -0.005      0.027     -0.001      0.034      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001      0.000      0.000     -0.003      0.001      0.003      0.000      0.000
        NA     -0.016     -0.014     -0.036      0.009      0.091         NA      0.091      0.101      0.110      0.190      0.263      0.288      0.147      0.057      0.156      0.166         NA      0.916      0.543      0.003      0.046     -0.057      0.191      0.049      0.307     -0.002     -0.002         NA         NA         NA         NA         NA      0.000         NA     -0.001      0.000      0.000      0.000      0.000      0.000      0.000     -0.001      0.000      0.000         NA     -0.001     -0.011     -0.008     -0.002      0.002     -0.009      0.011      0.027      0.000      0.000
        NA     -0.022      0.020     -0.010     -0.006     -0.027         NA     -0.056     -0.111     -0.060     -0.026     -0.038     -0.034     -0.017     -0.016     -0.009     -0.025         NA      0.117      0.011      0.103      0.020     -0.016      0.075      0.006      0.058      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA     -0.001     -0.005     -0.001      0.000      0.002      0.030     -0.003     -0.006      0.000      0.000
        NA     -0.022     -0.027     -0.038     -0.085     -0.032         NA     -0.089     -0.136     -0.039     -0.067     -0.079     -0.027     -0.023     -0.040     -0.015      0.009         NA      0.423      0.446      0.454      0.019     -0.021      0.069      0.007      0.053     -0.001     -0.001         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.002      0.000      0.000      0.000      0.008      0.000      0.000      0.000      0.000
        NA      0.036     -0.004      0.019      0.054      0.006         NA      0.068      0.073      0.043      0.043      0.010     -0.017     -0.004     -0.004     -0.030     -0.035         NA     -0.248     -0.322     -0.207     -0.612      0.059      0.032     -0.043     -0.089      0.002     -0.002         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000     -0.001      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.002     -0.002     -0.001      0.000     -0.006      0.000     -0.004      0.000      0.000
        NA     -0.029      0.002      0.014     -0.031     -0.008         NA     -0.045     -0.015      0.026     -0.015     -0.060      0.008     -0.010      0.001     -0.019     -0.006         NA      0.168      0.145      0.131      0.277      0.074      3.163     -0.004     -0.336     -0.003     -0.012         NA         NA         NA         NA         NA      0.000         NA      0.002     -0.002     -0.001     -0.002      0.000      0.004     -0.002      0.003     -0.001     -0.002         NA     -0.002     -0.023      0.002     -0.004      0.018      0.046     -0.002     -0.005      0.001     -0.003
        NA      0.002      0.037      0.019      0.036     -0.014         NA     -0.033     -0.073     -0.063     -0.081     -0.022     -0.061     -0.027     -0.010     -0.025      0.013         NA     -0.017      0.148      0.042      0.107     -0.393     -0.005      0.204      0.165     -0.003     -0.009         NA         NA         NA         NA         NA      0.000         NA     -0.001      0.000      0.000      0.000      0.000      0.000      0.000     -0.002      0.000      0.000         NA      0.000      0.000      0.004      0.003      0.002      0.041      0.000     -0.004      0.000     -0.001
        NA     -0.001     -0.016      0.021      0.035     -0.007         NA      0.020      0.008      0.009     -0.010      0.035      0.030      0.001      0.019      0.018     -0.009         NA      0.232      0.255      0.111      0.232     -0.226     -0.116      0.224      2.665     -0.002      0.013         NA         NA         NA         NA         NA      0.001         NA     -0.001     -0.002      0.001      0.001      0.000      0.001      0.000      0.008      0.001      0.001         NA      0.001      0.000      0.009      0.001     -0.003     -0.023     -0.015     -0.008      0.000      0.003
        NA     -0.005      0.010      0.024      0.052     -0.003         NA      0.049      0.032      0.031      0.033     -0.016     -0.034     -0.018     -0.028     -0.011     -0.064         NA     -0.129     -0.212      0.090     -0.360      0.566     -0.109     -0.488     -0.079      0.000      0.000         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000
        NA      0.002      0.007      0.014      0.031      0.004         NA      0.023      0.084      0.036      0.045     -0.003      0.017      0.032      0.036      0.031     -0.061         NA      0.045     -0.033      0.016     -0.051     -0.099     -0.081     -0.236      0.090      0.089      0.007         NA         NA         NA         NA         NA      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.001      0.000      0.000     -0.001     -0.003      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.005     -0.001      0.007     -0.026     -0.024         NA     -0.021      0.017      0.014      0.014     -0.001      0.009     -0.005     -0.010     -0.002     -0.013         NA     -0.007      0.000     -0.049     -0.015     -0.023     -0.009     -0.004      0.019     -0.006      0.000         NA         NA         NA         NA         NA      0.001         NA      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.016     -0.002     -0.017     -0.024      0.022         NA      0.004     -0.011     -0.012     -0.003      0.009      0.014      0.031     -0.007     -0.001     -0.005         NA     -0.010     -0.021      0.015      0.020     -0.004      0.034     -0.045     -0.021     -0.005      0.005         NA         NA         NA         NA         NA      0.012         NA      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.002      0.000      0.000      0.001      0.002      0.000      0.000      0.000      0.000
        NA     -0.029      0.024     -0.027     -0.020     -0.007         NA     -0.025      0.011     -0.020      0.004      0.055      0.008     -0.013      0.005      0.007     -0.005         NA      0.011      0.006     -0.016     -0.022     -0.008     -0.028     -0.020     -0.020     -0.005     -0.008         NA         NA         NA         NA         NA     -0.004         NA      0.037      0.002      0.000      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001     -0.001      0.001      0.001      0.000      0.001      0.000      0.000
        NA     -0.016     -0.016     -0.004      0.015      0.003         NA     -0.019     -0.009     -0.007      0.003     -0.004     -0.022     -0.005      0.017     -0.003      0.028         NA      0.004      0.013     -0.018      0.012     -0.029     -0.027      0.006      0.014      0.005      0.019         NA         NA         NA         NA         NA      0.007         NA     -0.002      0.034      0.001      0.000      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000      0.000      0.000      0.001      0.000      0.001      0.000      0.000
        NA     -0.004     -0.001      0.010     -0.033     -0.004         NA      0.020     -0.023     -0.020     -0.002      0.002     -0.012      0.001     -0.026     -0.019      0.033         NA      0.005      0.013     -0.013      0.022     -0.049     -0.022      0.009      0.007     -0.012      0.022         NA         NA         NA         NA         NA      0.021         NA     -0.011      0.017      0.026      0.002      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000     -0.001     -0.001     -0.001      0.001      0.002      0.000      0.001      0.000      0.000
        NA     -0.014     -0.020     -0.004     -0.001     -0.032         NA      0.021      0.002      0.006     -0.019     -0.005     -0.023     -0.004      0.011     -0.026     -0.040         NA     -0.005     -0.015     -0.024      0.014      0.008      0.006      0.006     -0.002      0.000      0.007         NA         NA         NA         NA         NA     -0.037         NA     -0.007     -0.022     -0.032     -0.013      0.000      0.000      0.000      0.000      0.000      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.001      0.000      0.000
        NA      0.010      0.022     -0.019     -0.016     -0.014         NA     -0.001     -0.008      0.011      0.022      0.024      0.009      0.004     -0.019     -0.008      0.010         NA      0.004      0.000     -0.020     -0.003      0.018      0.034      0.002      0.006     -0.029     -0.012         NA         NA         NA         NA         NA      0.009         NA     -0.018      0.038      0.014      0.015      0.006      0.004      0.000      0.000      0.000      0.000         NA      0.000     -0.001      0.000     -0.001      0.001      0.002      0.000      0.001      0.000      0.000
        NA     -0.017     -0.021      0.004      0.024      0.006         NA      0.022     -0.025      0.013      0.009      0.001      0.009      0.034      0.005      0.028     -0.009         NA     -0.004     -0.001      0.002     -0.003      0.001     -0.020     -0.011     -0.001      0.017      0.013         NA         NA         NA         NA         NA     -0.025         NA     -0.024     -0.033      0.024      0.006      0.010      0.030      0.003      0.000      0.000      0.000         NA      0.000      0.000     -0.001     -0.001      0.001      0.000      0.000      0.000      0.000      0.000
        NA      0.009      0.018      0.000      0.000      0.022         NA     -0.027      0.020      0.001     -0.006      0.000     -0.004      0.013      0.031      0.032     -0.050         NA     -0.006     -0.011     -0.002      0.011      0.001      0.016     -0.041      0.042      0.002      0.043         NA         NA         NA         NA         NA      0.013         NA     -0.015     -0.015     -0.011     -0.002      0.009      0.009      0.023      0.013      0.000      0.000         NA      0.003      0.016     -0.002     -0.002      0.003     -0.001     -0.001      0.000      0.000      0.000
        NA     -0.006     -0.006      0.018      0.019     -0.005         NA      0.035      0.022      0.028     -0.012     -0.003     -0.008     -0.017     -0.028      0.015     -0.006         NA     -0.009     -0.021      0.019      0.020     -0.026     -0.024      0.020      0.018     -0.024      0.003         NA         NA         NA         NA         NA      0.010         NA     -0.020      0.002      0.033      0.015      0.012     -0.010      0.058      0.012      0.001      0.000         NA      0.000      0.000      0.000      0.000      0.000      0.001      0.000      0.000      0.000      0.000
        NA     -0.006     -0.014      0.019      0.001      0.002         NA     -0.024      0.016     -0.027      0.032     -0.025      0.007      0.011     -0.007     -0.032     -0.006         NA      0.005     -0.008     -0.020     -0.025      0.005     -0.029     -0.006      0.012      0.015      0.024         NA         NA         NA         NA         NA      0.004         NA      0.013      0.005      0.004      0.006      0.007      0.018     -0.008      0.036     -0.006      0.001         NA      0.000      0.001     -0.001      0.000      0.000     -0.002      0.000     -0.001      0.000      0.000
        NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA         NA
        NA      0.010      0.002     -0.002      0.024     -0.025         NA     -0.032      0.003      0.018      0.000      0.014     -0.027      0.022      0.055      0.056     -0.022         NA     -0.013     -0.023     -0.026     -0.020     -0.019     -0.012     -0.007      0.007     -0.008      0.029         NA         NA         NA         NA         NA     -0.005         NA     -0.082     -0.063     -0.037     -0.027     -0.013     -0.026      0.006      0.312      0.044      0.082         NA      0.006      0.035      0.005      0.003     -0.004     -0.031     -0.002     -0.011      0.000     -0.001
        NA     -0.006      0.007     -0.010      0.024     -0.023         NA     -0.039     -0.008      0.012     -0.011      0.005     -0.040      0.024      0.027      0.038     -0.021         NA     -0.021     -0.030     -0.032     -0.021     -0.017     -0.025     -0.002     -0.001     -0.013      0.027         NA         NA         NA         NA         NA     -0.015         NA     -0.076     -0.053     -0.047     -0.039     -0.015     -0.033     -0.003      0.262      0.032      0.067         NA      0.877      0.271      0.021      0.015     -0.042     -0.201     -0.011     -0.091     -0.002     -0.003
        NA      0.016      0.021      0.031     -0.010     -0.050         NA      0.025      0.013      0.001     -0.025      0.004     -0.029     -0.034     -0.008     -0.020      0.005         NA     -0.042     -0.039     -0.009     -0.001     -0.025      0.004      0.034      0.018     -0.031      0.009         NA         NA         NA         NA         NA     -0.041         NA     -0.029     -0.049     -0.026     -0.049     -0.013     -0.023     -0.081     -0.055     -0.026     -0.054         NA      0.209      0.140      0.080      0.034     -0.025      0.076     -0.012     -0.013      0.000     -0.001
        NA      0.026      0.020      0.013     -0.014     -0.032         NA      0.020      0.002      0.011     -0.024      0.012      0.014     -0.019      0.010     -0.003      0.020         NA     -0.017     -0.012     -0.001     -0.006     -0.023     -0.013      0.042      0.004     -0.025      0.016         NA         NA         NA         NA         NA     -0.043         NA     -0.045     -0.064     -0.053     -0.079     -0.036     -0.051     -0.087     -0.106     -0.025     -0.055         NA      0.241      0.170      0.726      0.028     -0.024      0.020     -0.006     -0.032      0.000      0.000
        NA     -0.007     -0.017      0.002      0.009      0.007         NA     -0.025      0.002     -0.009     -0.002     -0.001      0.000      0.013      0.000      0.015     -0.015         NA      0.004      0.010      0.026      0.011      0.001      0.038      0.019     -0.008     -0.009     -0.025         NA         NA         NA         NA         NA      0.031         NA      0.052      0.053      0.043      0.063      0.043      0.040      0.055      0.087      0.020      0.011         NA     -0.219     -0.310     -0.341     -0.563      0.068      0.252      0.020      0.051      0.001     -0.010
        NA     -0.021      0.013      0.025     -0.032     -0.010         NA     -0.017     -0.014     -0.011     -0.020     -0.005     -0.016      0.014      0.001     -0.003      0.010         NA     -0.020     -0.006      0.050      0.030     -0.014      0.014      0.049     -0.008     -0.009     -0.017         NA         NA         NA         NA         NA      0.024         NA      0.032      0.006      0.023      0.027      0.016      0.016     -0.003     -0.003      0.020     -0.034         NA     -0.220     -0.210      0.146      0.064      0.528      3.376      0.015      0.192      0.001     -0.020
        NA      0.008     -0.017     -0.030      0.022      0.000         NA      0.007      0.015     -0.007      0.014     -0.006      0.021      0.010     -0.016      0.028     -0.013         NA      0.059      0.059     -0.034     -0.004      0.006     -0.005     -0.002     -0.037      0.014     -0.002         NA         NA         NA         NA         NA      0.005         NA      0.000      0.029     -0.022      0.024      0.037     -0.025     -0.016     -0.036     -0.027     -0.043         NA     -0.103     -0.087     -0.165     -0.139      0.306      0.033      0.062      0.052      0.000     -0.014
        NA     -0.028      0.031     -0.033      0.006     -0.023         NA     -0.016      0.047     -0.012      0.014      0.027      0.030     -0.047      0.013     -0.012     -0.002         NA      0.036      0.037     -0.019      0.003     -0.018     -0.003     -0.008     -0.005     -0.007      0.002         NA         NA         NA         NA         NA     -0.004         NA      0.007      0.012      0.022      0.012      0.048      0.022     -0.002     -0.003      0.010     -0.017         NA     -0.148     -0.175     -0.045     -0.192      0.195      0.104      0.210      0.998      0.002     -0.004
        NA      0.002     -0.009     -0.001     -0.006      0.006         NA      0.004      0.012      0.009     -0.011      0.023      0.016      0.007      0.023     -0.002      0.003         NA      0.012      0.001      0.042      0.022     -0.010      0.052      0.001      0.026     -0.019      0.009         NA         NA         NA         NA         NA     -0.016         NA      0.044      0.013      0.035      0.055      0.031      0.057      0.042      0.016      0.008      0.017         NA     -0.204     -0.428     -0.146     -0.310      0.503      0.056     -0.152      0.210      0.000      0.000
        NA     -0.019      0.003      0.007     -0.038     -0.010         NA      0.016      0.003     -0.017      0.031      0.002     -0.009     -0.006      0.031     -0.038      0.032         NA     -0.008     -0.006      0.015      0.008     -0.017     -0.020     -0.015      0.022      0.019      0.002         NA         NA         NA         NA         NA      0.004         NA      0.013     -0.015      0.026      0.022     -0.001      0.020      0.025     -0.028      0.014      0.042         NA     -0.089     -0.060     -0.041     -0.004     -0.402     -0.112     -0.595     -0.045     -0.117      0.009

Derivative matrix of expected statistics X by parameters and
covariance/correlation matrix of X can be found using
summary(ans) within R, or by using the 'verbose' option in Siena07.
 
Total computation time 407 seconds.
